Saumyaranjan Mohanty

According to our database, Saumyaranjan Mohanty authored at least 4 papers between 2025 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Rethinking Coreset Selection: The Surprising Effectiveness of Soft Labels.

Saumyaranjan Mohanty, Deexitha Vattivella, Konda Reddy Mopuri

Trans. Mach. Learn. Res., 2026

DiRe: Diversity-promoting Regularization for Dataset Condensation.

Saumyaranjan Mohanty, Aravind Reddy, Konda Reddy Mopuri

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2026

2025

Coreset-Driven Re-Labeling: Tackling Noisy Annotations with Noise-Free Gradients.

Saumyaranjan Mohanty, Konda Reddy Mopuri

Trans. Mach. Learn. Res., 2025

Noise-free Loss Gradients: A Surprisingly Effective Baseline for Coreset Selection.

Saumyaranjan Mohanty, Chimata Anudeep, Konda Reddy Mopuri

Trans. Mach. Learn. Res., 2025